[HTML][HTML] Evolutionary decision-making and planning for autonomous driving based on safe and rational exploration and exploitation

K Yuan, Y Huang, S Yang, Z Zhou, Y Wang, D Cao… - Engineering, 2024 - Elsevier
Decision-making and motion planning are extremely important in autonomous driving to
ensure safe driving in a real-world environment. This study proposes an online evolutionary …

An integration planning and control method of intelligent vehicles based on the iterative linear quadratic regulator

Y Liu, X Pei, X Guo, C Chen, H Zhou - Journal of the Franklin Institute, 2024 - Elsevier
This paper proposes an integrated strategy of planning and control to address the poor
quality of the generated trajectory by intelligent vehicles. The trajectory planner is designed …

Integrated control method for path tracking and lateral stability of distributed drive electric vehicles with extended Kalman filter–based tire cornering stiffness estimation

G Qi, M Yue, J Shangguan, L Guo… - Journal of Vibration and …, 2024 - journals.sagepub.com
Aiming at the lack of adaptability of vehicle parameters under extreme conditions, this paper
proposes an integrated control method for path tracking and lateral stability of distributed …

Autonomous vehicle driving in harsh weather: Adaptive fusion alignment modeling and analysis

M Hasanujjaman, MZ Chowdhury, MT Hossan… - Arabian Journal for …, 2024 - Springer
The achievements of high driving performance and error minimization of autonomous
vehicles (AVs) in harsh weather are the biggest challenges for the society of autonomous …

A multistep cooperative lane change strategy for connected and autonomous vehicle platoons departing from dedicated lanes

C Liu, Z Liu, Z Xu, X Li - Transportation Research Part C: Emerging …, 2024 - Elsevier
This study presents a Cooperative Mandatory Platoon Lane Change (CMPLC) strategy for
Connected and Autonomous Vehicles (CAVs) navigating from a Dedicated Lane (DL) to an …

Toward human-like automated vehicles: Review and perspectives on behavioural decision making and intelligent motion planning

J Xie, Y Qin, Y Zhang, T Chen… - … Safety and Environment, 2024 - academic.oup.com
Rapid advancements in automated vehicles (AVs) technology have transformed the
measurability, controllability, and unpredictability of transportation systems. Evaluating …

Predictive trajectory tracking control for the USV in networked environments with communication constraints

T Lei, Y Wen, Y Yu, K Tian, M Zhu - Ocean Engineering, 2024 - Elsevier
The trajectory tracking control problem of under-actuated unmanned surface vessels (USVs)
suffering from communication constraints (network delay, packet loss, packet disorder) as …

Adaptive Crash-Avoidance Predictive Control Under Multi-Vehicle Dynamic Environment for Intelligent Vehicles

Y Zhang, Y Hu, X Hu, Y Qin, Z Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Intelligent vehicles (IVs) play a pivotal role within the Intelligent Transportation System (ITS),
significantly enhancing transportation efficiency and mitigating the risks of accidents …

Evolutionary Decision-Making and Planning for Autonomous Driving: A Hybrid Augmented Intelligence Framework

K Yuan, Y Huang, S Yang, M Wu, D Cao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Recently, thanks to the introduction of human feedback, Chat Generative Pre-trained
Transformer (ChatGPT) has achieved remarkable success in the language processing field …

Uniform Finite Time Safe Path Tracking Control for Obstacle Avoidance of Autonomous Vehicle via Barrier Function Approach

J Han, J Zhang, C He, C Lv, H Wei… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Precise path tracking and agilely avoiding obstacles are essential for the stability and safety
of autonomous driving. In this paper, we introduce a uniform safe path tracking control …